• 6 min read
How to Extract Data from Tables with AI
Learn how to extract data from tables using AI.
Blog
James Gallagher
James is a technical writer at Roboflow, with experience writing documentation on how to train and use state-of-the-art computer vision models.
Latest Posts by James Gallagher
• 8 min read
How to Read Receipts with AI
Build an AI workflow that reads receipts and sends a Slack notification with information from a receipt.
• 6 min read
How to Read an Invoice with AI
Learn how to read the contents of an invoice with AI and send a Slack notification with information from the invoice.
• 6 min read
How to Train and Deploy a ResNet-50 Model
Learn how to train a ResNet-50 model for image classification.
• 6 min read
How to Train and Deploy a Vision Transformer (ViT) Classification Model
Learn how to train a Vision Transformer (ViT) classification model using Roboflow.
• 6 min read
5 Best Image Annotation Tools in 2025
Explore the top five image annotation tools you can use to label data for your next computer vision project.
![Best Computer Vision Blogs [2025]](/content/images/size/w640/2025/01/16_9-3-.png)
• 3 min read
Best Computer Vision Blogs [2025]
Explore the six best blogs and feeds for the latest computer vision news and papers.
• 3 min read
Best Computer Vision YouTube Channels [2025]
Explore five of the best YouTube channels you can use to learn about computer vision and image processing.
• 5 min read
Launch: Fine-Tune PaliGemma-2 for VQA with Roboflow
Learn how to fine-tune PaliGemma-2 for VQA with Roboflow.
• 3 min read
Launch: Find Similar Images to Expand Vision Datasets
Learn how to find similar images to use in your new computer vision datasets.
• 3 min read
Launch: Dedicated Deployments
When you deploy a computer vision model, you may want to have a dedicated server, or several servers, to which you can route requests to your vision model. This is ideal for workflows where you are processing images from a client (i.e. a web application), recorded videos, and more.
• 5 min read
Launch: Fine-Tune Florence-2 for VQA with Roboflow
Learn how to fine-tune Florence-2 for visual question answering (VQA) using Roboflow.
• 3 min read
Launch: Use Your Webcam in Roboflow Workflow Previews
Learn how to use your webcam to preview computer vision Workflows created in the Roboflow Workflows web interface.
• 5 min read
Launch: Label Multimodal Datasets with Roboflow
Learn how to label multimodal data with Roboflow for use in fine-tuning models like GPT-4o and Florence-2.
![What is Object Detection? The Ultimate Guide [2025]](/content/images/size/w640/2024/04/image-1056.webp)
• 8 min read
What is Object Detection? The Ultimate Guide [2025]
In this guide, we discuss what object detection is, how it works, how to label and augment data for object detection models, and more.
• 7 min read
How to Deploy Florence-2 with Intel Emerald Rapids
Learn how to deploy the Florence-2 foundation multimodal model on Intel Emerald Rapids CPU devices.
• 7 min read
How to Fine-Tune SAM-2.1 on a Custom Dataset
Learn how to fine-tune the Segment Anything 2.1 (SAM-2.1) model on a custom dataset.
• 5 min read
What is YOLOv11? An Introduction
Learn what YOLO11 is, the tasks for which you can use the YOLO11 architecture, and how to start using YOLO11.
• 7 min read
AWS Lookout for Vision Migration
Learn how to migrate data from AWS Lookout for Vision and train new classification and segmentation models.
• 6 min read
Launch: Video Processing with Roboflow Workflows
Learn how to use the video processing features in Roboflow Workflows to calculate dwell time in zone.
• 6 min read
Count Objects Crossing Lines with Computer Vision
Learn how to count objects crossing lines with Roboflow Workflows.
• 6 min read
Launch: Use Florence-2 in Roboflow Workflows
Learn how to use Florence-2 in Roboflow Workflows for zero-shot object detection, OCR, and more.
• 1 min read
Microsoft COCO Classes Reference List
Find a reference list of the 80 classes in the Microsoft COCO object detection dataset.
• 5 min read
Launch: Use Claude and Gemini in Computer Vision Workflows
Learn how to use Claude and Gemini to build multimodal computer vision applications with Roboflow Workflows.
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